# Gemini 2.0 Pro vs Gemini 3.8 Flash

> Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 39.1 on the Noometry Index.

- Canonical page: https://noometry.com/compare/gemini-2-0-pro-vs-gemini-3-8-flash
- Last updated: 2026-10-10
- Shared benchmarks: 2

## Summary

- They share 2 benchmarks with published results for both. Gemini 2.0 Pro scores higher in 0 categories and Gemini 3.8 Flash in 7 categories; 7 gaps are clear of the uncertainty.
- The widest gap is in reasoning, where Gemini 3.8 Flash leads 76.9 to 22.3.
- The biggest single-benchmark swing is GPQA Diamond: 65.7% for Gemini 2.0 Pro and 95.4% for Gemini 3.8 Flash.

## Snapshot

| | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| Provider | Google | Google |
| Noometry Index | 39.1 | 61.8 |
| Rank | 173 | 11 |
| Context | — | 1.05M |
| Input $/M | — | $0.75 |
| Output $/M | — | $3.75 |
| Weights | Proprietary | Proprietary |

## Coding

- Gemini 2.0 Pro: 37.8 (#187)
- Gemini 3.8 Flash: 59.2 (#15)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| DeepSWE | — | 73.8% |
| FrontierCode | — | 41.2% |
| Aider Polyglot | 35.6% | — |
| CursorBench | — | 39.6% |
| LMArena WebDev | — | 1584 |
| FrontierSWE | — | 19.6% |
| SciCode | — | 56.6% |
| WeirdML | — | 84.8% |
| LiveBench Coding | 63.5% | — |
| LMArena Coding | — | 1510 |
| ALE-Bench | — | 1,270 |

## Agentic & Tool Use

- Gemini 2.0 Pro: —
- Gemini 3.8 Flash: 41.8 (#21)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| APEX-Agents | — | 64.3% |
| Remote Labor Index | — | 5.8% |
| GDP.pdf | — | 23.4% |
| Vending-Bench 2 | — | 5,094 |

## Reasoning

- Gemini 2.0 Pro: 22.3 (#198)
- Gemini 3.8 Flash: 76.9 (#5)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| Epoch Capabilities Index | 135.06 | 156.71 |
| ARC-AGI-2 | — | 89.2% |
| NYT Connections (extended) | — | 97.4% |
| ARC-AGI-1 | — | 98.5% |
| CritPt | — | 18.3% |
| Chess Puzzles | — | 61% |
| EnigmaEval | 0.7% | — |
| LiveBench Reasoning | 60.1% | — |
| LMArena Hard Prompts | — | 1508 |
| Mystery Game Puzzles | — | 47% |
| DTBench | — | 95.7% |
| LiveBench Data Analysis | 68% | — |
| LMCA | — | 52.9% |
| Surface Evolver Bench | — | 76.9% |
| LiveBench | 65.1% | — |

## Math

- Gemini 2.0 Pro: 39.7 (#100)
- Gemini 3.8 Flash: 65.3 (#28)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| FrontierMath (Tiers 1-3) | — | 68.4% |
| FrontierMath Tier 4 | — | 22% |
| OTIS Mock AIME 2024-2025 | — | 98.9% |
| ProofBench | — | 48% |
| LiveBench Math | 71% | — |
| LMArena Math | — | 1528 |
| MATH Level 5 | 83.5% | — |

## Knowledge

- Gemini 2.0 Pro: 36.5 (#167)
- Gemini 3.8 Flash: 74.8 (#2)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| GPQA Diamond | 65.7% | 95.4% |
| Humanity's Last Exam | — | 44.5% |
| SimpleQA Verified | — | 69.7% |
| Confabulations | 18.4% | — |
| LMArena Expert | — | 1524 |

## Multimodal

- Gemini 2.0 Pro: —
- Gemini 3.8 Flash: 40.7 (#45)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| LMArena Vision | — | 1314 |
| Blueprint-Bench 2 | — | 38.6% |
| Furniture Assembly | — | 31.7% |

## Multilingual

- Gemini 2.0 Pro: —
- Gemini 3.8 Flash: 58.0 (#5)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| LMArena Non-English | — | 1491 |
| LMArena Chinese | — | 1554 |
| LMArena French | — | 1498 |
| LMArena German | — | 1493 |
| LMArena Japanese | — | 1502 |
| LMArena Korean | — | 1459 |
| LMArena Russian | — | 1515 |
| LMArena Spanish | — | 1485 |

## Instruction Following

- Gemini 2.0 Pro: 75.5 (#59)
- Gemini 3.8 Flash: 78.0 (#13)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| LiveBench Instruction Following | 83.4% | — |
| LMArena Instruction Following | — | 1490 |

## Long Context

- Gemini 2.0 Pro: 29.2 (#292)
- Gemini 3.8 Flash: 46.3 (#24)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| Fiction.LiveBench | 41.7% | — |
| LMArena Longer Query | — | 1508 |

## Writing & Preference

- Gemini 2.0 Pro: 52.7 (#165)
- Gemini 3.8 Flash: 72.2 (#15)

| Benchmark | Gemini 2.0 Pro | Gemini 3.8 Flash |
|---|---|---|
| LMArena Text | — | 1499 |
| LMArena Creative Writing | — | 1492 |
| EQ-Bench Creative Writing | — | 1748 |
| LMArena Multi-Turn | — | 1501 |
| LiveBench Language | 44.9% | — |

## FAQ

### Is Gemini 2.0 Pro better than Gemini 3.8 Flash?

Gemini 3.8 Flash is the stronger model overall, scoring 61.8 to 39.1 on the Noometry Index.

### Is Gemini 2.0 Pro or Gemini 3.8 Flash better for coding?

Gemini 3.8 Flash scores higher on coding benchmarks: 59.2 versus 37.8 in the Noometry coding category.

### How many benchmarks do Gemini 2.0 Pro and Gemini 3.8 Flash share?

2 benchmarks have published results for both models. Gemini 2.0 Pro has 14 scored results on Noometry and Gemini 3.8 Flash has 50.